INRA UR4 URP3F, BP6, F-86600 Lusignan, France.
J Exp Bot. 2019 Apr 29;70(9):2491-2504. doi: 10.1093/jxb/ery323.
Functional-structural plant models are increasingly being used to analyse relationships between plant functioning and the topological and spatial organisation of their modular structure. In this study, the performance of an individual-based model accounting for the the architecture and population dynamics of forage legumes in multi-species grasslands was assessed. Morphogenetic shoot and root parameters were calibrated for seven widely used species. Other model parameters concerning C and N metabolism were obtained from the literature. The model was evaluated using a series of independent experiments combining the seven species in binary mixtures that were subject to regular defoliation. For all the species, the model could accurately simulate phytomer demography, leaf area dynamics, and root growth under conditions of weak competition. In addition, the plastic changes induced by competition for light and N in terms of plant development, leaf area, N uptake, and total plant biomass were correctly predicted. The different species displayed contrasting sensitivities to defoliation, and the model was able to predict the superior ability of creeping species to sustain regular defoliation. As a result of competition and management, the balance between species changed over time and was strongly dependent on the pair of species used. The model proved able to capture these differences in community dynamics. Overall, the results demonstrate that integrating the individual components of population dynamics in a process-based model can provide good predictive capacity regarding mixtures of cultivated species.
功能结构植物模型越来越多地被用于分析植物功能与模块化结构的拓扑和空间组织之间的关系。本研究评估了一个基于个体的模型在多物种草地中饲料豆科植物的结构和种群动态方面的性能。为七种广泛使用的物种校准了形态发生的茎和根参数。其他涉及 C 和 N 代谢的模型参数则从文献中获得。该模型使用一系列独立的实验进行了评估,这些实验将七种物种组合在二元混合物中,并定期进行刈割。对于所有物种,该模型都可以准确地模拟植物体的生殖生物学、叶面积动态和弱竞争条件下的根生长。此外,模型还正确预测了植物发育、叶面积、N 吸收和总植物生物量等方面因竞争光和 N 而引起的塑性变化。不同的物种对刈割表现出不同的敏感性,模型能够预测匍匐物种能够持续定期刈割的优势。由于竞争和管理的原因,物种之间的平衡随时间而变化,并且强烈依赖于所使用的物种对。该模型能够捕捉到这些群落动态的差异。总的来说,结果表明,将种群动态的个体组成部分集成到基于过程的模型中,可以提供关于栽培物种混合物的良好预测能力。